Instruments

Tools for testing the claim before the commitment owns the answer.

These are not articles. They are the checks this practice runs against vendor proposals, in-house build specifications, evidence claims, and its own public statements.

Vendor Contracts · Pre-Signature Diagnostic

Measurement Clause Review

Tests who defines the metric, who operates the measurement, what can be gamed, and what happens if you leave.

Open the review →

Evidence Verification · Capability Claims

Capability Grade Ladder

Separates demonstrated, piloted, and production-survived evidence so one strong data point does not stand in for the whole picture.

Open the ladder →

Built In-House · Pre-Go-Live Diagnostic

The Internal Build Checklist

Ten questions for an AI system your own teams built — before it goes live, or now, if it already has. Tests who receives findings, whether the specification was set before building, who checks the system, and whether its instructions are dense enough to govern it.

Open the checklist →

Built In-House · Portfolio Governance

The Initiative Register

One row per AI system across functions, whoever built each system. Records who champions, builds, runs, reports on, and checks each measure — laying rulers side by side to surface missing separations.

Open the register →

Public Intelligence Ledger · Sourced Policy Audit

Dubai Agentic AI Transformation Tracker

Tracks confirmed developments, training rollouts, and target status under Dubai's private-sector Agentic AI mandate — separated from vendor hype and manufactured deadlines.

View the tracker →

Reserved for organizational-level diagnosis.

Adapted Iceberg Index

Blocked until its six-layer mapping against the Measurement Clause Review exists. It stays visible here as a pending instrument, not a promise.

Mapping pending

The adapted Iceberg Index remains blocked until the mapping between its six original structural layers and the Measurement Clause Review exists. It will get its own page when that mapping can hold.